Open to Opportunities · Lead CV Engineer

DEVENDRA SWAMY REVU

AI  ·  Computer Vision  ·  Deep Learning  ·  Gen AI

5+ years building intelligent vision systems, edge AI, and deep learning pipelines that power real-world industrial automation at scale.

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Lead CV Engineer @ ImageVision.ai
Hyderabad, India
5 Years Experience
5+Years Experience
20+Projects Shipped
95%Model Accuracy
3+Companies
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Technical Arsenal

Core Skills

👑
Leadership
Team Lead & Client Management
Project CoordinationTechnical ProposalsClient Engagement
🧠
Deep Learning
Vision & Detection Frameworks
YOLOv5Faster-RCNNMask-RCNNResNetVGGCNNLSTM
⚡
Frameworks
ML / DL Libraries
PyTorchTensorFlowKerasOpenCVONNXTensorRTCUDA
🤖
Generative AI
LLM & Speech Models
Whisper STTGPT2-Head LLMTacotron2 TTS
💻
Engineering
Languages & Backend
PythonC++SQLFlaskJavaScriptHTML/CSS
☁️
Cloud & Deployment
Infrastructure
AWS EC-2AWS S3CI/CDModel DeploymentGoogle Colab
🔌
Edge AI
Embedded & Industrial
Raspberry PiiOS DevicesArea Scan CameraIndustrial CPU
🔬
AI Techniques
ML Engineering
Transfer LearningHyperparameter TuningFeature EngineeringModel Optimization
Career Journey

Work Experience

Apr 2025 — Nov 2025
Lead Computer Vision Engineer
ImageVision.ai · Hyderabad
Leading CV engineering team and driving technical proposals & client engagement. Responsible for end-to-end delivery of vision AI systems including on-site international deployment in UAE. Coordinating with sales & marketing on solution positioning and quotation creation.
Dec 2023 — Mar 2025
Data Science Engineer
ImageVision.ai · Hyderabad
Built production-grade vision AI: 360° inspection systems, fill-level detection, industrial dashboards. Deployed AI models on edge and cloud. Integrated GenAI cognitive bots (Whisper + GPT2 + Tacotron2) for pharmaceutical clients.
Nov 2021 — Nov 2023
Data Science Engineer
Appstek Information Services · Hyderabad
Developed CV solutions for food quality (meat fat detection), oil bottle inspection, and car damage assessment using state-of-the-art detection models. Built real-time AI dashboards with advanced analytics pipelines.
Sep 2019 — Dec 2020
AI Developer
Cognitive Innovations Labs · Vizag
Built signature verification API using Siamese Networks — >95% accuracy on 650K test pairs. Developed custom object detection with Faster-RCNN trained on Open Images 2019 (9M+ images, 600 classes). All deployed via Flask.
May 2019 — Jun 2019
Data Science Intern
Allinone Cyberteam · Vizag
Early career exposure to data science pipelines and ML workflows in a startup environment.
Education
🎓
B.Tech — Electrical & Electronics Engineering
Bachelor of Technology · EEE
Graduated 2018
Built & Shipped

Featured Projects

🔍
ImageVision.ai · UAE On-Site
360° Visual Inspection System
Real-time contaminant detection in empty water bottles for bottling industries. Assembled hardware, deployed AI at client site in UAE, and ensured model integrity and repeatability.
Computer VisionReal-Time AIIndustrial Deploy
📊
ImageVision.ai
Fill-Level Inspection System
Accurate container fill estimation using YOLOv5 and advanced image processing. Diverse dataset training with seamless real-time monitoring in industrial environments.
YOLOv5Image ProcessingReal-Time
🏭
ImageVision.ai
IndustrialVision Dashboard
AI-powered platform for quality control, safety monitoring, and production oversight. Modules: label/datecode verification, QR/barcode, fill checks, and foreign particle detection.
Multi-Module AISafety MonitorDashboard
⚡
ImageVision.ai
InnovationLab Application
Cutting-edge industrial dashboard combining AI technologies with user-friendly UI. Modules: object detection, label verification, barcode scanning, license plate recognition, safety monitoring, exam cheating detection, pose analysis, pothole detection, and vision calculators.
Multi-AI ModulesLPRPose Analysis
📱
ImageVision.ai · iOS + AWS
Pothole Detection App
Edge AI model on iOS for real-time pothole detection. Integrated with AWS S3 for streaming analytics, deployed on iPad and iPhone devices.
Edge AIiOSAWS S3
🤖
ImageVision.ai · Pharma Client
Cognitive AI Bot
Integrated Whisper (STT), ChatGPT-Head2 (LLM), and Tacotron-2 (TTS) into a seamless cognitive bot with optimized speech and text processing pipelines.
Whisper STTGPT2 LLMTacotron2 TTS
🥩
Appstek Information Services
Meat Fat & Anomaly Detection
State-of-the-art computer vision and data analytics to efficiently analyze meat fat content and detect shape anomalies, enhancing food quality control and safety.
Computer VisionAnomaly DetectionFood QC
🫙
Appstek Information Services
Oil Bottle Inspection
Advanced computer vision to detect foreign objects, evaluate cap and label integrity, and inspect packaging. Ensures product safety and quality with a real-time monitoring dashboard.
Foreign Object DetectionLabel IntegrityDashboard
🚗
Appstek Information Services
Car Damage Assessment App
Integrates advanced computer vision and data analytics for real-time vehicle damage detection, condition assessment, and detailed image analysis via a user-friendly dashboard.
Damage DetectionImage AnalysisReal-Time
✍️
Cognitive Innovations Labs
Signature Verification API
Deep learning signature verification using Siamese Networks and CNNs. 88% accuracy on 650K test pairs from GPDS, MCYT, CEDAR, and BHSig260 datasets. Deployed with Flask.
PyTorchSiamese NetFlask API
🎯
Cognitive Innovations Labs
Custom Object Detection API
PyTorch-based custom object detection using Faster-RCNN and CNNs. Trained on a custom dataset and deployed via Flask for seamless integration into client applications.
Faster-RCNNPyTorchFlask API
🌐
Cognitive Innovations Labs
Open Images Object Detection
PyTorch-based detection model using Faster-RCNN and CNNs, trained on the Open Images dataset 2019 with over 9 million images across 600 classes, achieving high accuracy and efficiency.
Open Images 20199M+ Images600 Classes
Proof of Concepts

POC Projects

🏷️
Quality Control
Label Inspection
Misalignment detection, present/absent verification using deep learning models.
📦
Barcode / Filter
Bar/QR & AC Filter Inspection
Automated barcode, QR code and industrial AC filter quality inspection.
🔬
Medical / Industrial
Surgical Tools & Cotton Swab
Precision detection and inspection of surgical instruments and cotton swab products.
🌳
Measurement
Tree Height Detection
AI-based estimation of tree heights using camera imagery and deep learning.
🧪
Dimensional QC
Quality Inspection — Caps, Bottles & Dimensions
Automated size, shape and dimensional tolerance checks for caps and bottles.
🚨
Security / Safety
Unattended Objects Detection
Real-time detection of abandoned or unattended objects in public/industrial areas.
🍾
Glass Defects
Glass Bottle Mouth Chip & Broken Glass
Detection of chipped mouths, cracks and breakage in glass bottle manufacturing.
🔩
Cap QC
Cap Encapsulation & Deformation
Visual AI for detecting improper encapsulation and physical deformities in caps.
🎨
Foreign Particles
Foreign Objects & Discoloration
Detection of foreign particles and color anomalies in liquid and solid products.
🔭
Glass / Transparent
Transparent Glass Particle Detection
Specialized CV model to detect near-invisible glass particles in transparent media.
🛒
Retail AI
Smart Retail with AI
AI-powered retail analytics — shelf monitoring, product detection, customer insights.
👤
Biometrics
Face Detection
Real-time face detection pipeline for access control and security applications.
💊
Pharmaceutical
Blister Inspection
AI inspection of pharmaceutical blister packs for missing tablets and seal defects.
🌡️
Packaging
Thermal Seal Inspection
Computer vision model verifying integrity of thermal seals on packaging lines.
AI Stack

Models & Architectures

Object Detection
YOLO Family
YOLOv1–v5 for real-time detection. Primary model for industrial inspection pipelines.
Detection & Segmentation
Faster-RCNN / Mask-RCNN
Two-stage detection for precise localization. Used in custom object detection and quality inspection APIs.
Classification
ResNet / VGG / CNN
Deep classification for defect detection, quality control, and visual feature extraction.
Speech-to-Text
Whisper (OpenAI)
Robust speech recognition integrated into the Cognitive AI Bot for pharmaceutical clients.
Large Language Model
ChatGPT2-Head
LLM backbone for intelligent conversational AI in pharmaceutical workflows.
Text-to-Speech
Tacotron-2
Neural TTS model for natural voice synthesis in the end-to-end cognitive bot pipeline.
Sequence Modeling
LSTM / RNN / DNN
Recurrent architectures for temporal data and sequential processing tasks.
Similarity Learning
Siamese Network
Few-shot learning for signature verification — 88% accuracy on 650K test pairs across 4 benchmark datasets.
Recognition

Achievements & Certifications

⭐
Star Employee of the Month
Awarded by company management for outstanding contributions and performance on AI projects.
📝
YOLO Object Detection Blog
Published "Advancements in YOLO Object Detection: From YOLOv1 to YOLOv5" — a widely-read technical deep-dive.
📚
CUDA Setup Cheat Sheet
Published "The CUDA Setup Cheat Sheet for Model Inference" — popular resource in the CV community.
🎓
AI with Data Science Certification
Hyderabad School of Artificial Intelligence — March 2024
💡
Problem Solving — Udemy
Advanced problem-solving and algorithmic thinking course — April 2024
🌍
International Deployment — UAE
On-site hardware assembly and AI model deployment at client facility in UAE for the 360° inspection system.
Get in Touch

Let's Build AI Together

Open to challenging roles in computer vision, AI systems, and deep learning engineering. Let's create something remarkable.

📧revudevendraswamy@gmail.com 📱+91 83284 11309 🔗LinkedIn · Devendra 💻GitHub · DSR